Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression

AIKA is a new type of artificial neural network designed to more closely mimic the behavior of a biological brain and to bridge the gap to classical AI. A key design decision in the Aika network is to conceptually separate the activations from their neurons, meaning that there are two separate graphs. One graph consisting of neurons and synapses…

Data Compression using Arithmetic Encoding in Python

主打解析编码器内部逻辑和参数说明，从基础到全网没人讲的算法，没人画的图解，没人做的排版整理全都在此集齐；因此叫Ultimate Tutorial

Massively Parallel Huffman Decoding on GPUs

NHW : A Next-Generation Image Compression Codec

YAECL: Yet Another Entropy Coding Library for Neural Compression Research, with Arithmetic Coding and Asymmetric Numeral Systems support

Entropy coders for research and production in Python and Rust.

TurboRC - Fastest Range Coder + Arithmetic Coding / Fastest Asymmetric Numeral Systems

Finding Storage- and Compute-Efficient Convolutional Neural Networks

A lightweight rANSCoder meant for rapid prototyping.

An arithmetic coder for Rust.

This project is being developed as part of a Master's degree research sponsored by Brazil's CNPQ. It's goal is to design a hardware architecture to accelerate the AV1 arithmetic encoder.

Analog and digital Communication - Information Theory - Message Probability & Entropy

implementation of the CTW algorithm

NeurIPS 2019 MicroNet Challenge

Homework Projects for the Course Multimedia Technology and Applications

Assignment About the data: Let’s consider a Company dataset with around 10 variables and 400 records. The attributes are as follows: Sales -- Unit sales (in thousands) at each location Competitor Price -- Price charged by competitor at each location Income -- Community income level (in thousands of dollars) Advertising -- Local advertising budge…

Some of the fastest decoding range-based Asymetric Numeral Systems (rANS) codecs for x64

Some entropy coding algorithms in C++.